Citation
Abstract
Down syndrome (DS) features impaired cortical neurogenesis and excess gliogenesis, yet the temporal regulatory events driving this imbalance remain unclear. Here, we combine multi-timepoint transcriptomic analyses from publicly available datasets, network modelling, and machine-learning prioritization, with validation in isogenic human iPSC-derived cerebral organoids, to identify a discrete pathogenic window at 90 days in vitro (DIV 90). Across five developmental stages, REST target genes were preferentially dysregulated in DS organoids. WGCNA revealed a DS-associated module at DIV-90 that strongly overlapped with REST targets, and two orthogonal machine-learning approaches converged on six REST-regulated hub genes—CSTB, MCM3AP, PFKL, POFUT2, PRMT2, and RWDD2B. In trisomic organoids, REST mRNA and nuclear protein were markedly reduced at DIV-90, accompanied by diminished DCX expression and activation of NFIA and STAT3, suggesting a neurogenic-to-gliogenic fate transition. These findings suggest REST dysfunction as a potential temporal regulator of lineage imbalance in DS and highlight REST-linked networks as potential targets for early developmental intervention.
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Official URL or Download Paper: https://link.springer.com/10.1186/s13041-026-01313...
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Additional Metadata
| Item Type: | Article |
|---|---|
| Subject: | Molecular Biology |
| Subject: | Cellular and Molecular Neuroscience |
| Divisions: | Faculty of Medicine and Health Science Malaysian Research Institute on Ageing |
| DOI Number: | https://doi.org/10.1186/s13041-026-01313-2 |
| Publisher: | BioMed Central Ltd |
| Keywords: | Cerebral organoid; Down syndrome; hiPSC; Neurodevelopment; REST |
| Sustainable Development Goals (SDGs): | SDG 3: Good Health and Well-being, SDG 10: Reduced Inequalities, SDG 17: Partnerships for the Goals |
| Depositing User: | Ms. Siti Radziah Mohamed@mahmod |
| Date Deposited: | 22 Jul 2026 01:27 |
| Last Modified: | 22 Jul 2026 01:27 |
| Altmetrics: | http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1186/s13041-026-01313-2 |
| URI: | http://psasir.upm.edu.my/id/eprint/127247 |
| Statistic Details: | View Download Statistic |
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